Specialized AI Agents

Impact analysis: identifies affected files, dependencies, and risks.

Specification drafting: designs solutions, considers alternatives, documents verification criteria.

Test-first implementation: writes tests before code, verifying every requirement.

Quality audit: architecture compliance, security, test quality, and completeness.

Finalization: documentation updates, learning capture, and commit coordination.

Deep security scanning, threat modeling, vulnerability detection, and gate authority.

Test quality enforcement, coverage review, and testing strategy assessment.

Connects to Knowz vaults: searches past decisions during planning, captures learnings after completion.

Researches project history: scans existing specs, past work, and related context.

Backlog curation, tech debt identification, and future work suggestions.